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Absolute State-wise Constrained Policy Optimization: High-Probability State-wise Constraints Satisfaction
ASCPO guarantees high-probability state-wise safety constraints in model-free RL without strong assumptions, significantly outperforming existing methods on continuous robot control tasks.
Atlanta Poster Session 5, Fri, Dec 11, 10:00 AM–1:00 PM, Hall C1 · Published 2026
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AI panel: 10 of 20 reviewers recommend it
lenient 5/5
medium 5/10
strict 0/5